weka.core.converters

Class ArffLoader.ArffReader

java.lang.Object

weka.core.converters.ArffLoader.ArffReader

All Implemented Interfaces:

RevisionHandler

Enclosing class:

ArffLoader

public static class ArffLoader.ArffReader
extends Object
implements RevisionHandler

Reads data from an ARFF file, either in incremental or batch mode.

Typical code for batch usage:

 BufferedReader reader = new BufferedReader(new FileReader("/some/where/file.arff"));
 ArffReader arff = new ArffReader(reader);
 Instances data = arff.getData();
 data.setClassIndex(data.numAttributes() - 1);
 

Typical code for incremental usage:

 BufferedReader reader = new BufferedReader(new FileReader("/some/where/file.arff"));
 ArffReader arff = new ArffReader(reader, 1000);
 Instances data = arff.getStructure();
 data.setClassIndex(data.numAttributes() - 1);
 Instance inst;
 while ((inst = arff.readInstance(data)) != null) {
   data.add(inst);
 }
 

Version:

$Revision: 9652 $

Author:

Eibe Frank (eibe@cs.waikato.ac.nz), Len Trigg (trigg@cs.waikato.ac.nz), fracpete (fracpete at waikato dot ac dot nz)

Constructor Summary

Constructors

Constructor and Description
ArffLoader.ArffReader(Reader reader) Reads the data completely from the reader.
ArffLoader.ArffReader(Reader reader, Instances template, int lines) Reads the data without header according to the specified template.
ArffLoader.ArffReader(Reader reader, Instances template, int lines, int capacity) Initializes the reader without reading the header according to the specified template.
ArffLoader.ArffReader(Reader reader, Instances template, int lines, int capacity, boolean batch) Initializes the reader without reading the header according to the specified template.
ArffLoader.ArffReader(Reader reader, int capacity)
ArffLoader.ArffReader(Reader reader, int capacity, boolean batch) Reads only the header and reserves the specified space for instances.

Method Summary

Methods

Modifier and Type	Method and Description
Instances	getData() Returns the data that was read
int	getLineNo() returns the current line number
String	getRevision() Returns the revision string.
Instances	getStructure() Returns the header format
Instance	readInstance(Instances structure) Reads a single instance using the tokenizer and returns it.
Instance	readInstance(Instances structure, boolean flag) Reads a single instance using the tokenizer and returns it.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

ArffLoader.ArffReader

public ArffLoader.ArffReader(Reader reader)
                      throws IOException

Reads the data completely from the reader. The data can be accessed via the getData() method.

Parameters:

reader - the reader to use

Throws:

IOException - if something goes wrong

See Also:

getData()

ArffLoader.ArffReader

public ArffLoader.ArffReader(Reader reader,
                     int capacity)
                      throws IOException

Throws:

IOException

ArffLoader.ArffReader

public ArffLoader.ArffReader(Reader reader,
                     int capacity,
                     boolean batch)
                      throws IOException

Reads only the header and reserves the specified space for instances. Further instances can be read via readInstance().

Parameters:

reader - the reader to use

capacity - the capacity of the new dataset

Throws:

IOException - if something goes wrong

IllegalArgumentException - if capacity is negative

See Also:

getStructure(), readInstance(Instances)

ArffLoader.ArffReader

public ArffLoader.ArffReader(Reader reader,
                     Instances template,
                     int lines)
                      throws IOException

Reads the data without header according to the specified template. The data can be accessed via the getData() method.

Parameters:

reader - the reader to use

template - the template header

lines - the lines read so far

Throws:

IOException - if something goes wrong

See Also:

getData()

ArffLoader.ArffReader

public ArffLoader.ArffReader(Reader reader,
                     Instances template,
                     int lines,
                     int capacity)
                      throws IOException

Initializes the reader without reading the header according to the specified template. The data must be read via the readInstance() method.

Parameters:

reader - the reader to use

template - the template header

lines - the lines read so far

capacity - the capacity of the new dataset

Throws:

IOException - if something goes wrong

See Also:

getData()

ArffLoader.ArffReader

public ArffLoader.ArffReader(Reader reader,
                     Instances template,
                     int lines,
                     int capacity,
                     boolean batch)
                      throws IOException

Initializes the reader without reading the header according to the specified template. The data must be read via the readInstance() method.

Parameters:

reader - the reader to use

template - the template header

lines - the lines read so far

capacity - the capacity of the new dataset

batch - true if the values of string attributes should be collected in the header

Throws:

IOException - if something goes wrong

See Also:

getData()

Method Detail

getLineNo

public int getLineNo()

returns the current line number

Returns:

the current line number

readInstance

public Instance readInstance(Instances structure)
                      throws IOException

Reads a single instance using the tokenizer and returns it.

Parameters:

structure - the dataset header information, will get updated in case of string or relational attributes

Returns:

null if end of file has been reached

Throws:

IOException - if the information is not read successfully

readInstance

public Instance readInstance(Instances structure,
                    boolean flag)
                      throws IOException

Reads a single instance using the tokenizer and returns it.

Parameters:

structure - the dataset header information, will get updated in case of string or relational attributes

flag - if method should test for carriage return after each instance

Returns:

null if end of file has been reached

Throws:

IOException - if the information is not read successfully

getStructure

public Instances getStructure()

Returns the header format

Returns:

the header format

getData

public Instances getData()

Returns the data that was read

Returns:

the data

getRevision

public String getRevision()

Returns the revision string.

Specified by:

getRevision in interface RevisionHandler

Returns:

the revision